MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49101
facexiang
Active MCP Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
49102
onori
Enables retrieval of historical stock data from Yahoo Finance through a simple …
49103
jojoprison
MCP server for downloading and processing audio from SoundCloud and other sourc…
49104
datafe
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
49105
tlemmons
junto-memory Claim
A shared memory and coordination server for multiple AI coding agents, built on…
49106
jackculpan
Search award flight availability, points pricing, and status matches from your …
49107
06ketan
substack-ops Claim 1
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
N/A N/A 83
49108
ihatesea69
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
N/A N/A
49109
yukihito-jokyu
Provides read-only access to MySQL database schema and sample data, offering to…
49110
BrandCast-Signage
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
81
49111
YothisisTroy
Filesys Claim
A Filesystem MCP server that allows an LLM to read and list files from a specif…
N/A N/A 95
49112
Adam-Camp-King
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
N/A N/A 95
49113
DiegoLopez0208
Model Context Protocol server for RPG Maker MV project management. Provides 102…
N/A N/A
49114
yevheniikravchuk
Enables git repository operations through REST endpoints, providing access to r…
N/A N/A 95
49115
jmagar
Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
49116
senderkit
SenderKit Claim
Build and send email, SMS, and push straight from your AI agent.
49117
hron
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
81
49118
macuse-app
macuse Claim
Bridges AI assistants with native macOS functionality through the Model Context…
N/A N/A 95
49119
award-flight-daily
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
81
49120
yetanother-alt
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
81
49121
PDBeurope
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
49122
OAuthBringer
Enables task, project, section, label, and comment management via Todoist's API…
49123
chrischall
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
N/A N/A
49124
xiaobenyang-com
public_promo Claim
N/A N/A 95
49125
Yussefgafer
Enables comprehensive file and document operations including image compression,…
81
49126
sglwsjxh
A RAG knowledge base MCP server that adds vector search and reranking capabilit…
N/A N/A
49127
CourtimusPrime
gopher Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
N/A N/A
49128
memextech
Enables AI assistants to programmatically control interactive terminal applicat…
N/A N/A
49129
zhiweio
tech-icons Claim
MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, C…
N/A N/A
49130
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
81
49131
YummyTastyCode
Enables running Jupyter notebooks on temporary AWS compute (EC2 + SSM) with cos…
N/A N/A
49132
LostSunset
Enables Claude Code to convert PDF files to high-quality PNG images, download a…
N/A N/A
49133
luanpdd
kit-mcp Claim
An opinionated brownfield planning workflow (PT-BR) with agents, slash-commands…
N/A N/A
49134
universal-mcp
Provides a standardized interface for interacting with Contentful's tools and s…
49135
occirank
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
49136
ExigerDev
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
49137
rodgco
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
49138
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
49139
SuperboxAI
TrueCal Claim
Use TrueCal from AI agents to review progress, meals, targets, trends, and supp…
49140
KyaniteLabs
Local-first production-readiness audit for AI-built apps: read-only checks, an …
N/A N/A
49141
chamade
Chamade Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
81
49142
PeterHdd
Give AI agents eyes and hands on macOS.
N/A N/A
49143
vinvuk
Query Swedish public data through Apiverket, including company data, SCB statis…
49144
ParkviewLab
Enables managing research-in-flight as a lab notebook with proposals, experimen…
N/A N/A
49145
henkas
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
49146
andrehocsis
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
49147
pessini
Enables users to query enterprise sales data from a local SQLite database and i…
N/A N/A
49148
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
49149
Larshiensch99
Eli Claim
AI ops team for founders: approvals queue, inbox triage, briefing, follow-up dr…
49150
seven-io
seven-mcp Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
Showing 49101–49150 of 50103 servers
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